Deep learning detection of diabetic retinopathy in Scotland's diabetic eye screening programme.

Alan D Fleming,Joseph Mellor,Stuart J McGurnaghan,Luke A K Blackbourn,Keith A Goatman,Caroline Styles,Amos J Storkey,Paul M McKeigue,Helen M Colhoun

The British journal of ophthalmology（2023）

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摘要

A deep learning-based system for DR grading was evaluated in QA data and images from 11 years in 50% of people attending a national DR screening programme. The system could reduce the manual grading workload at the same sensitivity compared with the current automated grading system.

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Retina, Public health, Imaging, Telemedicine

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